Independent researcher exploring the AI ecosystem.

Joined December 2025
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The best AI openings this month aren't on job boards. They're hackathons, free cohorts, and pipelines most people scroll past. 5 India events 4 hiring roles — verified June 15. Reply "AI" and I'll drop every link.
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Sarvam AI — FDSE (2–5 yrs) Bengaluru on-site LangGraph, RAG, multi-agent systems ClickHouse — Senior SWE Backend AI/ML $141K–$195K | Remote US | 5 yrs
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Bharat Academix closes tomorrow. ISRO sessions are live today. Reply "AI" for every registration application link. Bookmark if you're applying this week.
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Jobs didn’t disappear in 2026. They moved. GCCs alone added ~200k roles this year most of it AI, cloud, cyber. Sarvam AI and Google India teams are handing freshers 6-12 LPA while everyone else fights over the same 50 listings on LinkedIn. Bengaluru’s still the center. But Hyderabad and Chennai are quietly catching up. The map changed. Most people are still reading the old one.
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USAII hackathon is live. Students building actual AI for real problems learning, work, society. Responsible. Serious tracks. $15k prizes. Global. No fluff. Join if you want to accelerate the future. Do it.
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Yuv retweeted
Has anyone tried using the technology we have to build a genuinely trustworthy news source? X's Grok appears to be the only one working overtime.  The space is wide open and empty...
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5 Underrated Github repos most builders are still missing in 2026. i spent time digging through recent discussions tool roundups and lesser known projects. this are not the 100K star repos. they are the quiet ones delivering real leverage for solo founders. AI builders and developers. 1. Bumblebee (Perplexity)github.com/perplexityai/bumb… A clean, read-only scanner for your dev machine. It checks packages, VS Code extensions, browser add-ons, and AI tool configs against known supply-chain risks. Zero dependencies. Built internally at Perplexity and now open source. Essential in an era of auto-installed MCP servers and agent tools. Still under 5k stars. 2. nanochat (by Andrej Karpathy)github.com/karpathy/nanochat The simplest full-stack LLM training inference pipeline you can run on one GPU node. Tokenization → pretraining → finetuning → web UI. Minimal, hackable, and educational. Perfect if you want to understand (and experiment with) models without corporate bloat. Great reference for custom tooling. 3. zoxidegithub.com/ajeetdsouza… Smarter cd that learns your habits. Fuzzy search directory history. Once installed, it becomes muscle memory. One of the highest-ROI terminal upgrades for anyone who lives in the shell. 4. deltagithub.com/dandavison/d… A dramatically better git diff. Syntax highlighting, side-by-side views, inline changes. Makes code review in the terminal feel premium instead of painful. Still surprisingly under-the-radar for how useful it is. 5. justgithub.com/casey/just A modern, readable alternative to Make. Define project commands in a simple file. No YAML hell. Clean automation for builds, tests, deploys. Ideal for solo founders and small teams who want speed without complexity. Most people chase trending repos. The real edge comes from consistently using tools that remove friction and multiply output. These do exactly that. Bookmark this thread.
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In India’s current phase of AI development, programs gaining meaningful traction among builders and researchers are those embedding participants in active work rather than offering general exposure. Several initiatives this summer illustrate the shift. The Activate AI Fellows program places 15 selected builders for eight weeks in Bangalore startups working on foundation models, agentic systems, and vertical applications. Participants contribute to live product and engineering problems with a stipend from the host company. Selection emphasizes demonstrated shipping ability over academic credentials. The Polaris Fellowship restricts its 2026 cohort to 10 students for a six-month residential placement in Bangalore starting late July. Fellows work directly with established startups and venture firms. The program prioritizes proof of work and technical contribution, with a competitive stipend. Applications close on 28 June. The U.S.-India TRUST Fellowship offers 12-month research placements for early-career researchers from U.S. institutions at centers including IISc and IIT Madras. It supports work in artificial intelligence, quantum technologies, and semiconductors with full provisions for stipend, travel, and research funding. The deadline is 30 June. The IndiaAI PG Fellowship provides up to two lakh rupees in support, plus conference grants, for postgraduate students conducting original AI research under the national FutureSkills initiative. These opportunities share a consistent orientation toward concrete output and direct immersion. In an environment where visible announcements often emphasize scale, the quieter programs integrating participants into ongoing technical and research work are emerging as clearer markers of where durable capability and relevant networks are forming.
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For reference, here are the direct links to the programs mentioned: Activate AI Fellows program page: activatevc.ai/fellows Polaris Fellowship 2026 (applications close 28 June): https:// fellowship.polariscampus.com… and application form form.typeform.com/to/yZwbOrb… U.S.-India TRUST Fellowship (deadline 30 June): ge.iitm.ac.in/forms/trust-fe… with details at ge.iitm.ac.in/programs/facul… IndiaAI PG Fellowship portal: fellowship.indiaai.gov.in These remain among the quieter but more substantive options currently open or recently active for builders and researchers in India.
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Agentic AI frameworks are gaining traction in over 60% of new enterprise adoption scenarios this year, beating out traditional RAG pipelines. Contrarian Angle: Most junior programmers continue creating simple chatbots using PDFs. Developing autonomous agents capable of task execution distinguishes the best 1% from the rest. Career Impact Map: Emerging Positions: AI Agent Engineer, Autonomous Systems Programmer Technical Skills to Pick Up RIGHT AWAY: LangGraph, AutoGen, CrewAI, Function Calling Salary Benchmark: Programmers skilled in Agentic AI are earning ₹20L-₹35L LPA in Bangalore regardless of less than 3 years of experience. not like any other programming contests, the presence of NVIDIA and OpenACC ensures exposure to high-end compute and engineers.
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Spent a week on Fable 5 Mythos-class, bigger context, better benchmarks. By day two I was back on Opus for code and Haiku for daily work. The bottleneck stopped being the model a while ago. iPhone 14 vs 17 energy: nice, but I’m good.
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Also Fable auto-routes security/cyber queries to Opus 4.8 under the hood, no extra charge, invisible to you. So if your ‘Fable test’ was security research… you were probably just talking to Opus the whole time.
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Intresting Shift. Anthropic CEO Dario Amodei says AI companies may need to be taxed to fund Universal Basic Income if AI permanently reduces labor demand. The people building the future are already discussing how to pay for the jobs it might replace.
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Yuv retweeted
US Gov BANNED Fable 5 From Trading Because It Hit 1,411%
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